Imagine with this AmalGAN AI to create art

In the world of today, anything could be possible in the world of technological era. An art is a creative stuff illustrated by artists to perform drawings and paintings to cover audience. It is not like logical ability to solve tasks but rather it needs far more creative interest to sculpture it. We could see no. of great artists even making up wonderful art these days. Now a machine generated imagery with the aide of human collaboration  these tasks are now becoming so easier for artists. 

Interestingly, we could see ai is currently performing so many actions like writing horror stories , SKETCHAR : AI  that helps the non artists to draw from the direction through AI and NN. Now another AI has taken a foot further that creates an art with the pure imaginative perspective from Rebben. His latest work AmalGAN that actually derived from Google's Big GAN ( Generative Adverserial Networks ) efforts to generate high fidelity images diversification extracted from data. This training involves Generator and Discriminator networks where its sole purpose is to map random noise to samples and discriminate real and generated samples.

Google's Big GAN is actually a wonderful , complex and rather dynamic sample training that actually backed by Google's extra ordinary computing ability and uses its magnificent credit ability to create reality type images. This is actually a web based type where Big GAN engine is used to separate images into various mashups. It also could generate and combine into various images on how they are getting close to the abstractism of various interfaces.

Combining images to an art like stuff could be done with the supporting software GANbreeder application . With the help of that application , the process could be automated like humanly created art stuff which is totally complies with the certain attributions that combines different words together and also produces variants of the images with the other images and child images. Another AI will then show up the several images as child images measuring brain waves and body signals to select which image like the best..

Those steps are again repeated until the AI finds out and determines the optimal image and increases the resolution of the image by filling in the blanks by telling there what should exists there. The result is then painted in the canvas by anonymous painters in a Chinese painting village . The final AI checks and comes out with the title by figuring it out.

As you can imagine the first two steps are handled by GANbreeder app and that will increase or decrease the color and brightness of the images of two models. As soon it finalizes the model then it analyzes and increases the hueness and image recognition and AI is excellently trained to determine the strength through deep learning system on the body sensors through wearing it.. This has been tested by Reben himself.

Reben uses the data to train simple art method and neuron network technique by linking to the autonomous system through visual tracking like eye ball movement . The neuron network is trained in very higher degree through brain signals via. EEG , heart rate and GSR. It might add facial emotion recognition through webcam is truly excellent

Art created by AmalGAN AI from the pictures

From the digitized image of Microsoft Caption Bot AI to make sure the title is been created for the images generated from the AI . Even Reben is so excited about the process rendering and image generation technique through NN and AI also interpreted this. AI visualizes , scans and proliferates the image and then captions the title of the image generated through human help.

As Google Big GAN is under research and it is not been used in many applications yet. It is still under progressive state which needs lots of improvements to fix the present test results. However, these newly developed conceptual stuff is still a promising work for developers to do more research works with the continual problem. There are several implications and trainer models are adapted to the canonical search to make it more alliteratively intuitive.

Not only the developers but also the artists could able to train and develop the system to perform more characteristic level approach with the help of algorithm trained in more advanced process with the less problems. Reben says artists can develop and train this tool to generate own images not just the google stock set alone. He also adds that this is just a progressive state with wonderful idea that helps the artists to come with the imaginative ideas through AI and NN concept.

Solid State Batteries is almost about to be on the line for future automotives and electronics

Battery is a collection of one or more cells with the chemical reaction that creates the flow of electrons in the circuit. Precisely, Batteries are used everywhere in Electric cars, Flash lights , Smart phones and other electrical / electronic gadgets as well. We all known from school learning that when the Battery is supplying electric terminal by having its positive terminal is Cathode and Negative terminal is Anode. Few weeks back were discussing about HPEV cells that could separate Hydrogen and Electricity from conventional Solar cells and also about Wireless Charging from MIT techie

working mechanism of lithium ion rechargeable battery

We might be aware of various types of batteries that is been used for commercial / official / domestic and even for personal uses like Lithium-Ion batteries , Lead- Acid batteries , Alkaline batteries.  Now , there is a fresh type of battery is on the progress has been shown from the research team of Qing Tao Energy Development Co., a start up of Tshingua University which claims to have the productivity capacity of 100Mwh Per Year which has an energy density of over 400 Wh/kg which is actually better than the present running Lithium-Ion batteries which has density ranges between 250-300 Wh/kg.

parts of lithium ion battery and solid state battery

The members of the developing team believed to be very positive about the outcomes and they say that these batteries could be best utilized for high-end digital products and Specialized equipment. They have plan to increase upto 700 Mwh by the year 2020. Not only but also it could be used for automotive purposes says Nan chewen the head of startup. He also states that these batteries could standby even better and they are also in talks with large number of automobile manufacturers about the new achievement 

This breakthrough is achieved through incorporating the high quality Lithium Metal Anode in Lithium batteries creating a solid state cell with the energy capacity at least 2 or 3 times better than the present running Lithium Ion batteries. This is pretty interesting stuff and i would say this will be a breakthrough in next gen electric / hybrid cars and vehicles , airspace and defense. The problem with the Lithium-Ion batteries are Lithium expands and contracts at the time of charging and discharging cycles resulting even cracks in the surface and thus leads to formation of dendrites. 

In 2014, Stanford researchers have found out the solution to this problem and they create a nano polymer material that actually blocks the chemical reaction which is responsible for Dendrites formation. Interesting to know that particle is just 20 mm thick , flexible and inert. These doesn't only physically good with attributes but also it seems to have increased the Coulombic efficiency up-to 99% which is a technical operating requirement for rechargeable battery. 

The benefits of Solid State Batteries over Lithium-Ion batteries could be meager but it actually has lots of vantages than using conventional batteries which are ought to be considered are :
    • It is twice or triple times more efficient than Lithium-Ion batteries
    • It seems to be having improved safety due to the elimination of volatile, flammable , corrosive liquid electrolytes which are used in Lithium-Ion
    • Low cost packing which actually minimizes safety measures 
    • Elimination of Pack cooling 
    • It is designed to be very simple and efficient cell and there is no need of separate liquid containment 
    • Highly and flexible to Manufacturing compatibility
    • Quick charging facility
    • No Dendrites cracking issues 

Potential difference of solid state battery component against lithium ion battery

The size of the battery is very compact and it will be challenging to the present generation batteries . Leading Smartphone makers like Samsung , LG are already testing these batteries to improve the efficiency before putting into commercial necessity. Likewise Japanese techno corp TDK is almost ready to put these batteries into consumer home appliances. TDK also made a tiny sized solid state batteries that can sit on fingertip which is just few millimeters long which could be recharged 1000 times.

solid state batteries in tiny size from TDK

TDK aims those those new generation batteries could be better used for home applications and also for office applications like lightning and air conditioners. Even Japanese car maker Toyota motor aims to have solid state batteries running in their vehicles starting from 2020 to charge their cars faster. Germany aims to have biggest mass scale production by the year 2025.

Solid state batteries operating companies

Solid state batteries will out perform our conventional batteries one day and it will march the common place roughly in two to three years time. As we all know that Lithium- Ion batteries are nearing its full potential, Solid electrodes and Solid Electrolytes in Solid State batteries could be definitely a worthy considerations. As the top level automotive manufacturers and researchers are already in the half-way path to the mass production stage. The team of researchers also state that there will be less  than 1% demand for Lithium-Ion battery in the year 2025. This very well explains to us that how significant is for the suppliers and manufacturers to consider the battery that is really cost effective that could withstand higher energy density in coming years.